Modeling semantic representation with LLM-enhanced for knowledge-aware recommendation
Jianfang Liu, Baolin Yi, Huanyu Zhang, Xiaoxuan Shen, Lingling Song, Lei Yu, Hao Zheng
Topics & Concepts
Computer scienceExploitInformation retrievalFocus (optics)EmbeddingAggregate (composite)Semantic WebArtificial intelligenceSemantic technologyBenchmark (surveying)Relational databaseGraphRepresentation (politics)Natural language processingSemantic computingScheme (mathematics)Entity linkingComponent (thermodynamics)Word embeddingSemantic data modelSemantic similarityRelation (database)Semantics (computer science)Linked dataRecommender systemGenerator (circuit theory)Code (set theory)Semantic searchLanguage modelKnowledge representation and reasoningData modelingRDFData scienceRelationship extractionSemantic matchingSemantic Web StackUser modelingInformation extractionSemantic analyticsDomain knowledgeRecommender Systems and TechniquesTopic ModelingAdvanced Graph Neural Networks